CV

My full CV is available here: [CV]

Education

• Ph.D. in Institute of Computing Technology, Chinese Academy of Sciences, 2019-present
• B.Eng. in University of Chinese Academy of Sciences, 2015-2019

Experience

• March 2021 - September 2022: Microsoft Research Asia
  • Research intern at System Research Group
  • Supervisor: Youshan Miao and Saeed Maleki
• June 2018 - May 2019: Institute of Computing Technology, CAS
  • Research assistant at Center for Advanced Computer Systems
  • Supervisor: Yungang Bao and Sa Wang

Publications

• Aceso: Efficient Parallel DNN Training through Iterative Bottleneck Alleviation
  • Guodong Liu, Youshan Miao, Zhiqi Lin, Xiaoxiang Shi, Saeed Maleki, Fan Yang, Yungang Bao, Sa Wang
  • EuroSys 2024
• SEER: A Time Prediction Model for CNNs from GPU Kernel’s View
  • Guodong Liu, Sa Wang, Yungang Bao
  • PACT 2021
• Breaking the computation and communication abstraction barrier in distributed machine learning workloads
  • Abhinav Jangda, Jun Huang, Guodong Liu, Amir Hossein Nodehi Sabet, Saeed Maleki, Youshan Miao, Madanlal Musuvathi, Todd Mytkowicz, Olli Saarikivi
  • ASPLOS 2022
• Superscaler: Supporting flexible DNN parallelization via a unified abstraction
  • Zhiqi Lin, Youshan Miao, Guodong Liu, Xiaoxiang Shi, Quanlu Zhang, Fan Yang, Saeed Maleki, Yi Zhu, Xu Cao, Cheng Li, Mao Yang, Lintao Zhang, Lidong Zhou
  • Preprint 2023